Stat 200: Sections 1-4 · Minor in Data Analysis PROGRAM REQUIREMENTS •Introduction to Statistics...
Transcript of Stat 200: Sections 1-4 · Minor in Data Analysis PROGRAM REQUIREMENTS •Introduction to Statistics...
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Academic Programs at Department of Statistics
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Statistics Programs
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Statistician is one of the best jobs in modern era.
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https://www.usatoday.com/story/money/2019/04/09/the-best-jobs-in-america/39304733/
Statisticians have great future in the job market.
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PROGRAM REQUIREMENTS
• MATH 1220: Calculus I (four hours)
• MATH 1230: Calculus II (four hours)
• MATH 2300: Elementary Linear Algebra (four hours)
• MATH 2720: Multivariate Calculus and Matrix Algebra (four hours)
• STAT 2600: Statistics Using R (four hours)
• STAT 3620: Probability (four hours)
• STAT 3640: Statistical Methods (four hours)
• STAT 4810: Communicating Statistical Results (three hours)
• One of:
• STAT 4620: Intro to Mathematical Statistics (three hours)
• STAT 6500: Statistical Theory (four hours)
• One of:
• STAT 4640: Intro to Statistical Computing (three hours)
• STAT 6800: SAS Programming (three hours)
• One of:
• STAT 5670: Statistical Design and Analysis of Experiments (four hours)
• STAT 6640: Design of Experiments (three hours)
• One of:
• STAT 5680: Regression Analysis (three hours)
• STAT 6620: Applied Linear Models (three hours)
• Two of the following electives:
• STAT 5610: Applied Multivariate Statistical Methods (three hours)
• STAT 5630: Sample Survey Methods (three hours)
• STAT 5660: Nonparametric Statistical Methods (three hours)
• STAT 5820: Time Series Analysis (three hours)
BS in Statistics
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PROGRAM REQUIREMENTS
Required courses (11 hours)
• STAT 3620: Probability (four hours)
• STAT 3640: Statistical Methods (four hours)
• STAT 4640: Intro to Statistical Computing (three hours)
Choose two electives (six hours)
• STAT 5610: Applied Multivariate Statistical Methods (three hours)
• STAT 5670: Statistical Design and Analysis of Experiments (four hours)
• STAT 5680: Regression Analysis (three hours)
Minor in Statistics
4 more courses!
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Minor in Data Analysis
PROGRAM REQUIREMENTS
• Introduction to Statistics (choose from Stat 2160, 2600, 2830, 3640 or
3660)
• STAT 4640: Introduction to Statistical Computing (three hours)
Choose three electives (one must come from 5670 or 5680)
• STAT 5610: Applied Multivariate Statistical Methods (three hours)
• STAT 5630: Sample Survey Methods (three hours)
• STAT 5660: Nonparametric Statistical Methods (three hours)
• STAT 5670: Statistical Design and Analysis of Experiments (four hours)
• STAT 5680: Regression Analysis (three hours)
• STAT 5820: Time Series Analysis (three hours)
• An approved quantitative research course from student's home
department
3 more courses!
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Data Science Programs
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Data Scientist: Beat Job in America by Glassdoor
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2019
2018
2017
2016
Increasing job opening
Glassdoor picked Data Scientist as the best job for four years in a row.
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BS in Data Science
PROGRAM REQUIREMENTS
Math core (eight hours)
• MATH 1220: Calculus I (four hours)
• MATH 2300: Elementary Linear Algebra (four hours)
Computer science core (15 hours)
• CS 2610:R Programming for Data Science (four hours)
• CS 3100: Storage and Retrieval of Big Data (three hours)
• CS 5821: Machine Learning (three hours)
• CS 4900: Senior Design I (three hours)
• CS 4910: Senior Design II (two hours)
Statistics core (16 hours)
• STAT 2600: Statistics Using R (four hours)
• STAT 4640: Intro to Statistical Computing (three hours)
• STAT 5680: Regression Analysis (three hours)
• STAT 5870: Big Data Analysis Using Python (three hours)
• STAT 5860: Computer Based Data Analysis (three hours)
Choose two from the following electives (six hours)
• CS 3400, 3500, 4430/5430, 5180, 5260, 5300, 5400, 5550, 5700, 5820
• STAT 5610, 5660, 5820, 5670
Other requirements
• Writing Course: CS 4900/4910.
• All students are required to have a laptop.
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Minor in Data Science
PROGRAM REQUIREMENTS
Required (seven hours)
• STAT 2600: Statistics Using R (four hours)
• STAT 4640: Intro to Statistical Computing (three hours)
Choose three electives (nine hours)
• STAT 5680: Regression Analysis (three hours)
• STAT 5850: Applied Data Mining (three hours)
• STAT 5860: Computer Based Data Analysis (three hours)
• An approved quantitative research course from student's home
department
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Graduate Programs
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MS in Statistics
MS in Data Science
• Typical plan of study: 2 years.
• Minimum credit hours: 32 credits.
• Accelerated program (AGDP) is available.
• Assistantships are available!
• Typical plan of study: 2 years / 16 months.
• Minimum credit hours: 35 credits.
• Accelerated program (AGDP) is available.
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Advising
https://wmich.edu/statistics/advising
Statistics
• BS, Minor: Michelle Hastings ([email protected])
• MS: Joshua Naranjo ([email protected])
Data Science
• BS, MS: Kevin Lee ([email protected])
• BS, MS, Minor: Joseph McKean ([email protected])
• MS: Hyun Bin Kang ([email protected])